Yinghao-Li / GnO-IELinks
Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"
☆15Updated last year
Alternatives and similar repositories for GnO-IE
Users that are interested in GnO-IE are comparing it to the libraries listed below
Sorting:
- This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to a…☆26Updated 7 months ago
- The github repository for the paper at COLING 2025: Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.☆24Updated last year
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆102Updated last year
- FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering☆78Updated 2 years ago
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Updated last year
- ☆32Updated 2 years ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated last year
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆44Updated last year
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆53Updated last year
- The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.☆23Updated 11 months ago
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆62Updated 8 months ago
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆38Updated 8 months ago
- [ACL-24 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆56Updated last year
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆53Updated 11 months ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆61Updated 10 months ago
- ☆18Updated last year
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆144Updated last year
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆71Updated last year
- A framework for editing the CoTs for better factuality☆51Updated last year
- ☆58Updated last year
- ☆30Updated last year
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆40Updated last year
- Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs [EMNLP 2023 Findings]☆23Updated last year
- Retrieval-Augmented Generation-based Relation Extraction☆48Updated last month
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆86Updated last year
- Codes for paper SoAy: A Service-oriented APIs Applying Framework of Large Language Models☆27Updated 3 months ago
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆72Updated 5 months ago
- code for paper 《RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement》☆35Updated last year
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆83Updated last year
- [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction☆19Updated last year